{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_zc6v7gnrmd4n","handle":"baseball-stats-mcp","url":"https://wellknown.network/agents/baseball-stats-mcp","links":{"self":"https://wellknown.network/agents/baseball-stats-mcp/record.json","html":"https://wellknown.network/agents/baseball-stats-mcp","markdown":"https://wellknown.network/agents/baseball-stats-mcp/record.md","api":"https://wellknown.network/api/v1/agents/baseball-stats-mcp","status":"https://wellknown.network/api/v1/agents/baseball-stats-mcp/status","claim":"https://wellknown.network/agents/baseball-stats-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/baseball-stats-mcp/claim.json","badge":"https://wellknown.network/agents/baseball-stats-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:baseball-stats-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"baseball-stats-mcp","summary":"The most comprehensive baseball analytics MCP server with 32 advanced tools","description":"# Baseball Stats MCP Server\n\n[![PyPI version](https://badge.fury.io/py/baseball-stats-mcp.svg)](https://badge.fury.io/py/baseball-stats-mcp)\n[![Tests](https://img.shields.io/badge/tests-78.1%25%20passing-brightgreen)](tests/)\n[![Tools](https://img.shields.io/badge/tools-32%20available-blue)](docs/TOOLS_REFERENCE.md)\n[![Documentation](https://img.shields.io/badge/docs-complete-brightgreen)](docs/)\n[![Python](https://img.shields.io/pypi/pyversions/baseball-stats-mcp.svg)](https://pypi.org/project/baseball-stats-mcp/)\n\nThe **Baseball Stats MCP Server** is the most comprehensive baseball analytics platform ever created, providing access to every advanced baseball metric available through a powerful MCP (Model Context Protocol) server.\n\n## 📦 **Installation**\n\n### **PyPI Installation (Recommended)**\n```bash\npip install baseball-stats-mcp\n```\n\n### **Development Installation**\n```bash\n# Clone the repository\ngit clone <your-repo-url>\ncd baseball-stats-mcp\n\n# Install in development mode\npip install -e .\n```\n\n## 🚀 **Quick Start**\n\n### **Running the MCP Server**\n```bash\n# After installation via pip\nbaseball-stats-mcp\n\n# Or run directly\npython -m baseball_stats_mcp.server\n```\n\n### **Testing the Installation**\n```bash\n# Run the test suite\ncd tests\npython run_all_tests.py\n```\n\n## 🌟 **Key Features**\n\n- **32 Comprehensive Tools** covering every aspect of baseball analysis\n- **Complete Metric Coverage** from basic stats to cutting-edge Statcast analytics\n- **Real-time Data Integration** with MLB API and Statcast\n- **Interactive Visualizations** using Plotly charts\n- **Professional-Grade Analytics** used by MLB teams and analysts\n- **Comprehensive Testing** with 78.1% tool coverage\n\n## 🛠️ **Available Tools**\n\n### **Pitching Analysis (18 tools)**\n- Basic statistics and traditional metrics\n- Advanced pitch characteristics (spin, movement, tunneling)\n- Efficiency and effectiveness metrics\n- Biomechanics and delivery analysis\n- Strategic sequencing and deception\n\n### **Batting Analys…","publisher":{"name":"Arin Gadre","url":null},"homepage":"https://github.com/aringadre76/baseball-stats-mcp","repository":"https://github.com/aringadre76/baseball-stats-mcp/issues","version":"1.0.1","license":"MIT License\n        \n        Copyright (c) 2024 Baseball Stats …","protocols":["mcp"],"tags":["baseball","mcp","analytics","statcast","sabermetrics","mlb","sports","statistics"],"pricing":null,"endpoints":[{"url":"pypi:baseball-stats-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"analytics.reporting","name":"Reporting & Dashboards","confidence":0.836,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.791,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"}],"categories":["analytics","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"baseball-stats-mcp","registry":"pypi","observedAt":"2026-09-09T10:29:35.306Z","publishedAt":"2025-08-29T00:15:47.285426Z","latestVersion":"1.0.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"baseball-stats-mcp","url":"https://pypi.org/project/baseball-stats-mcp/","firstSeenAt":"2026-09-09T10:26:39.134Z","fetchedAt":"2026-09-09T10:26:39.134Z","normalizedAt":"2026-09-09T10:26:39.134Z"}]},"firstSeenAt":"2026-09-09T10:26:39.134Z","updatedAt":"2026-09-09T10:29:35.307Z"}